grow-data

Prioritizes knowledge-base gaps and routes content growth work to authoring skills.

Updated Jul 13, 2026
One-click install
npx skills add https://github.com/mryk814/optimization-compass --skill grow-data-mryk814
Or copy as Structured Prompt for Agent▼
Please help me install this Agent Skill.
Skill: grow-data
Source: https://github.com/mryk814/optimization-compass/tree/main/.agents/skills/grow-data
Command: npx skills add https://github.com/mryk814/optimization-compass --skill grow-data-mryk814

SYSTEM DOCUMENTATION & REQUIREMENTS

What problem does it solve? Deciding what content to add next to the Optimization Compass knowledge base is ambiguous; this Skill observes coverage, density, and seed gaps, then routes the work to the correct authoring skill and validation task. ## Core Features & Use Cases - Gap Observation: Reads generated coverage reports, method content-density reports, draft article counts, and seed JSON files to identify what is missing. - Prioritization: Applies a fixed priority order favoring complete problem journeys over new foundations, from unlinked entities down to new methods or sources. - Routing: Maps each growth target (method article, gallery case, comparison, problem instance, or new method/source) to the matching authoring skill and validation gate. - Use Case: A maintainer asks what to work on next; the Skill inspects coverage priority slices and draft articles, then directs them to add-content-article with the appropriate validate command. ## Quick Start Ask the assistant to use the grow-data skill to decide what Optimization Compass content to grow next and route the work to the right authoring skill.

Frequently Asked Questions about grow-data

High-intent search queries and answers about installing and using this skill.

FAQPage Schema
How do I decide what content to add next to a knowledge base?▼

Observe generated coverage reports, content-density floors, and draft article counts first, then pick one growth target by priority. This Skill reads coverage.md priority slices and seed JSON files, then routes the chosen target to the matching authoring skill.

How do I check method article content density?▼

Run uv run python scripts/method_content_density_report.py with an --output path outside the repository, then read the generated report. Articles below the density floor or marked status: draft are candidates for enrichment.

What validation command runs before submitting new content?▼

Each content type maps to a validation task such as validate content, validate gallery, validate comparison, or validate problem, run via uv run optimization-compass validate. Pull request gates range from tier-a to tier-c depending on the change type.

When should I avoid adding new methods or sources?▼

Adding new methods, implementations, or sources is the lowest priority because it requires a migration and carries high risk. Prefer completing existing entity links, enriching draft articles, and building gallery cases from existing entities first.

Does this Skill contain the authoring rules itself?▼

No, it is a thin triage layer. The authoritative rules live in AGENTS.md and the optimization-compass-maintenance skill, which must be read before doing any growth work.